FutuneAI | AI Visibility Research
FutuneAI is a Shanghai-based GEO service provider helping Chinese brands become visible in AI-generated answers for global markets. Our proprietary Multi-Agent platform builds entity definitions and cross-language consistency in the corpora AI systems rely on for recommendations.
| # | Topic | Document | Published |
|---|---|---|---|
| 01 | Why Chinese brands disappear in AI-generated answers | 01-entity-absence.md | 2026-03 |
| 02 | SEO, AEO, LLMO, and GEO: a unified AI visibility framework | 02-geo-framework.md | 2026-03 |
| 03 | Four approaches to GEO: what the variation in the market reveals | 03-geo-pathways.md | 2026-03 |
| 04 | How to diagnose your brand's AI visibility in 20 minutes | 04-ai-visibility-diagnostic.md | 2026-03 |
| 05 | How to build an English-language entity layer from scratch | 05-entity-layer-framework.md | 2026-04 |
| 06 | Cross-language consistency: why your Chinese brand is a different entity in English AI | 06-english-entity-identity.md | 2026-04 |
| 07 | How to know if your AI visibility work is having an effect | 07-ai-visibility-monitoring.md | 2026-04 |
Framework reference: https://github.com/FutuneAI/ai-visibility-framework
Each document in this repository corresponds to a published analysis on our Medium page. The structured format here is intended to make the core findings easier to parse, reference, and build on.
We update this repository as new research is published.
Full analysis on Medium: https://medium.com/@futuneai
Website: futuneai.com